Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4056 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 728.9 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 23 |
|---|
Work is highly overall correlated with Age | High correlation |
DM is highly overall correlated with DM_Type and 2 other fields | High correlation |
DM_Type is highly overall correlated with DM and 2 other fields | High correlation |
Age is highly overall correlated with Work and 1 other fields | High correlation |
Year_DM_Diagnosed is highly overall correlated with DM_Duration | High correlation |
DM_Duration is highly overall correlated with Year_DM_Diagnosed | High correlation |
Waist is highly overall correlated with BMI | High correlation |
Fasting_Blood_Glucose_Value_SI_Units is highly overall correlated with DM and 2 other fields | High correlation |
HbA1C_Admission_Value is highly overall correlated with DM and 2 other fields | High correlation |
BMI is highly overall correlated with Waist | High correlation |
Creatinine_Clearance is highly overall correlated with Age | High correlation |
Gender has 1362 (33.6%) zeros | Zeros |
Education has 969 (23.9%) zeros | Zeros |
Work has 2923 (72.1%) zeros | Zeros |
Cardiac_Arrest_Admission has 3973 (98.0%) zeros | Zeros |
Non_Cardiac_Condition has 3942 (97.2%) zeros | Zeros |
Hypertension has 1432 (35.3%) zeros | Zeros |
Dyslipidemia has 1766 (43.5%) zeros | Zeros |
DM has 1883 (46.4%) zeros | Zeros |
DM_Type has 1867 (46.0%) zeros | Zeros |
DM_Treatment has 103 (2.5%) zeros | Zeros |
Smoking_History has 982 (24.2%) zeros | Zeros |
Lipid_24_Collected has 599 (14.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-31 14:31:20.394076 |
|---|---|
| Analysis finished | 2023-03-31 14:33:44.639682 |
| Duration | 2 minutes and 24.25 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Gender
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66420118 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1362 |
| Zeros (%) | 33.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47232719 |
|---|---|
| Coefficient of variation (CV) | 0.71112067 |
| Kurtosis | -1.5168488 |
| Mean | 0.66420118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.69562877 |
| Sum | 2694 |
| Variance | 0.22309297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2694 | |
| 0 | 1362 |
| Value | Count | Frequency (%) |
| 0 | 1362 | |
| 1 | 2694 |
| Value | Count | Frequency (%) |
| 1 | 2694 | |
| 0 | 1362 |
Education
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9164201 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 969 |
| Zeros (%) | 23.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4234834 |
|---|---|
| Coefficient of variation (CV) | 0.74278252 |
| Kurtosis | -0.57701972 |
| Mean | 1.9164201 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.31783119 |
| Sum | 7773 |
| Variance | 2.0263049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1965 | |
| 0 | 969 | |
| 4 | 645 | 15.9% |
| 1 | 248 | 6.1% |
| 5 | 164 | 4.0% |
| 3 | 65 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 969 | |
| 1 | 248 | 6.1% |
| 2 | 1965 | |
| 3 | 65 | 1.6% |
| 4 | 645 | 15.9% |
| 5 | 164 | 4.0% |
| Value | Count | Frequency (%) |
| 5 | 164 | 4.0% |
| 4 | 645 | 15.9% |
| 3 | 65 | 1.6% |
| 2 | 1965 | |
| 1 | 248 | 6.1% |
| 0 | 969 |
Work
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31385602 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2923 |
| Zeros (%) | 72.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53334237 |
|---|---|
| Coefficient of variation (CV) | 1.6993218 |
| Kurtosis | 1.2102412 |
| Mean | 0.31385602 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4661896 |
| Sum | 1273 |
| Variance | 0.28445408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2923 | |
| 1 | 993 | 24.5% |
| 2 | 140 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 2923 | |
| 1 | 993 | 24.5% |
| 2 | 140 | 3.5% |
| Value | Count | Frequency (%) |
| 2 | 140 | 3.5% |
| 1 | 993 | 24.5% |
| 0 | 2923 |
Cardiac_Arrest_Admission
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022928994 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 3973 |
| Zeros (%) | 98.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16535103 |
|---|---|
| Coefficient of variation (CV) | 7.2114384 |
| Kurtosis | 69.458635 |
| Mean | 0.022928994 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9312666 |
| Sum | 93 |
| Variance | 0.027340963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3973 | |
| 1 | 73 | 1.8% |
| 2 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3973 | |
| 1 | 73 | 1.8% |
| 2 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 10 | 0.2% |
| 1 | 73 | 1.8% |
| 0 | 3973 |
Non_Cardiac_Condition
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028106509 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3942 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16529752 |
|---|---|
| Coefficient of variation (CV) | 5.8811117 |
| Kurtosis | 30.647113 |
| Mean | 0.028106509 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.7124426 |
| Sum | 114 |
| Variance | 0.02732327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3942 | |
| 1 | 114 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 3942 | |
| 1 | 114 | 2.8% |
| Value | Count | Frequency (%) |
| 1 | 114 | 2.8% |
| 0 | 3942 |
Hypertension
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6469428 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1432 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47797923 |
|---|---|
| Coefficient of variation (CV) | 0.73882765 |
| Kurtosis | -1.6223864 |
| Mean | 0.6469428 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.61515349 |
| Sum | 2624 |
| Variance | 0.22846414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2624 | |
| 0 | 1432 |
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| 1 | 2624 |
| Value | Count | Frequency (%) |
| 1 | 2624 | |
| 0 | 1432 |
Dyslipidemia
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56459566 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1766 |
| Zeros (%) | 43.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.49587098 |
|---|---|
| Coefficient of variation (CV) | 0.87827628 |
| Kurtosis | -1.9330084 |
| Mean | 0.56459566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.26066268 |
| Sum | 2290 |
| Variance | 0.24588802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2290 | |
| 0 | 1766 |
| Value | Count | Frequency (%) |
| 0 | 1766 | |
| 1 | 2290 |
| Value | Count | Frequency (%) |
| 1 | 2290 | |
| 0 | 1766 |
DM
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.071499 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1883 |
| Zeros (%) | 46.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.99756365 |
|---|---|
| Coefficient of variation (CV) | 0.9309982 |
| Kurtosis | -1.9804081 |
| Mean | 1.071499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.14341799 |
| Sum | 4346 |
| Variance | 0.99513324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2173 | |
| 0 | 1883 |
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 2 | 2173 |
| Value | Count | Frequency (%) |
| 2 | 2173 | |
| 0 | 1883 |
DM_Type
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0729783 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1867 |
| Zeros (%) | 46.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.99423721 |
|---|---|
| Coefficient of variation (CV) | 0.92661446 |
| Kurtosis | -1.9730146 |
| Mean | 1.0729783 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.14639868 |
| Sum | 4352 |
| Variance | 0.98850763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2163 | |
| 0 | 1867 | |
| 1 | 26 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1867 | |
| 1 | 26 | 0.6% |
| 2 | 2163 |
| Value | Count | Frequency (%) |
| 2 | 2163 | |
| 1 | 26 | 0.6% |
| 0 | 1867 |
DM_Treatment
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3454142 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 103 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.75 |
| Q1 | 5 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.0141959 |
|---|---|
| Coefficient of variation (CV) | 0.31742544 |
| Kurtosis | 1.6499285 |
| Mean | 6.3454142 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.4698797 |
| Sum | 25737 |
| Variance | 4.0569851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1868 | |
| 8 | 896 | |
| 5 | 489 | 12.1% |
| 3 | 338 | 8.3% |
| 9 | 164 | 4.0% |
| 0 | 103 | 2.5% |
| 1 | 100 | 2.5% |
| 4 | 63 | 1.6% |
| 6 | 34 | 0.8% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 103 | 2.5% |
| 1 | 100 | 2.5% |
| 2 | 1 | < 0.1% |
| 3 | 338 | 8.3% |
| 4 | 63 | 1.6% |
| 5 | 489 | 12.1% |
| 6 | 34 | 0.8% |
| 7 | 1868 | |
| 8 | 896 | |
| 9 | 164 | 4.0% |
| Value | Count | Frequency (%) |
| 9 | 164 | 4.0% |
| 8 | 896 | |
| 7 | 1868 | |
| 6 | 34 | 0.8% |
| 5 | 489 | 12.1% |
| 4 | 63 | 1.6% |
| 3 | 338 | 8.3% |
| 2 | 1 | < 0.1% |
| 1 | 100 | 2.5% |
| 0 | 103 | 2.5% |
Smoking_History
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.92973373 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 982 |
| Zeros (%) | 24.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.67269708 |
|---|---|
| Coefficient of variation (CV) | 0.72353735 |
| Kurtosis | 0.70240273 |
| Mean | 0.92973373 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.51647871 |
| Sum | 3771 |
| Variance | 0.45252136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2464 | |
| 0 | 982 | 24.2% |
| 2 | 524 | 12.9% |
| 3 | 85 | 2.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 982 | 24.2% |
| 1 | 2464 | |
| 2 | 524 | 12.9% |
| 3 | 85 | 2.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 3 | 85 | 2.1% |
| 2 | 524 | 12.9% |
| 1 | 2464 | |
| 0 | 982 | 24.2% |
Lipid_24_Collected
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85281065 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 599 |
| Zeros (%) | 14.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35572748 |
|---|---|
| Coefficient of variation (CV) | 0.41712363 |
| Kurtosis | 1.9629583 |
| Mean | 0.85281065 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.9594277 |
| Sum | 3459 |
| Variance | 0.12654204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3455 | |
| 0 | 599 | 14.8% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 599 | 14.8% |
| 1 | 3455 | |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | < 0.1% |
| 1 | 3455 | |
| 0 | 599 | 14.8% |
Age
Real number (ℝ)
| Distinct | 79 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.358974 |
| Minimum | 18 |
|---|---|
| Maximum | 112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 52 |
| median | 60 |
| Q3 | 69 |
| 95-th percentile | 81 |
| Maximum | 112 |
| Range | 94 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.726133 |
|---|---|
| Coefficient of variation (CV) | 0.21084078 |
| Kurtosis | -0.11991294 |
| Mean | 60.358974 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.0030300895 |
| Sum | 244816 |
| Variance | 161.95446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 148 | 3.6% |
| 72 | 138 | 3.4% |
| 57 | 132 | 3.3% |
| 60 | 132 | 3.3% |
| 67 | 121 | 3.0% |
| 59 | 119 | 2.9% |
| 52 | 117 | 2.9% |
| 56 | 114 | 2.8% |
| 64 | 112 | 2.8% |
| 70 | 111 | 2.7% |
| Other values (69) | 2812 |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 3 | |
| 25 | 6 | |
| 26 | 5 | |
| 27 | 4 | |
| 28 | 5 | |
| 29 | 5 | |
| 30 | 5 | |
| 31 | 7 |
| Value | Count | Frequency (%) |
| 112 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 99 | 5 | |
| 97 | 2 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 3 | |
| 94 | 6 | |
| 93 | 6 | |
| 92 | 6 | |
| 91 | 3 |
Year_DM_Diagnosed
Real number (ℝ)
| Distinct | 233 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2000.1757 |
| Minimum | 1967 |
|---|---|
| Maximum | 2013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 1967 |
|---|---|
| 5-th percentile | 1988 |
| Q1 | 1999.8375 |
| median | 2000.11 |
| Q3 | 2002 |
| 95-th percentile | 2010 |
| Maximum | 2013 |
| Range | 46 |
| Interquartile range (IQR) | 2.1625 |
Descriptive statistics
| Standard deviation | 5.8555758 |
|---|---|
| Coefficient of variation (CV) | 0.0029275308 |
| Kurtosis | 3.0160561 |
| Mean | 2000.1757 |
| Median Absolute Deviation (MAD) | 1.89 |
| Skewness | -1.0222615 |
| Sum | 8112712.5 |
| Variance | 34.287768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2002 | 285 | 7.0% |
| 2007 | 169 | 4.2% |
| 2000 | 156 | 3.8% |
| 1992 | 152 | 3.7% |
| 1997 | 150 | 3.7% |
| 2008 | 112 | 2.8% |
| 2006 | 101 | 2.5% |
| 2003 | 100 | 2.5% |
| 2000.07 | 89 | 2.2% |
| 2010 | 87 | 2.1% |
| Other values (223) | 2655 |
| Value | Count | Frequency (%) |
| 1967 | 1 | < 0.1% |
| 1970 | 1 | < 0.1% |
| 1972 | 2 | < 0.1% |
| 1973 | 3 | 0.1% |
| 1974 | 1 | < 0.1% |
| 1975 | 1 | < 0.1% |
| 1976 | 1 | < 0.1% |
| 1977 | 8 | |
| 1978 | 1 | < 0.1% |
| 1979 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 2013 | 1 | < 0.1% |
| 2012 | 60 | 1.5% |
| 2011 | 81 | |
| 2010 | 87 | |
| 2009 | 76 | |
| 2008 | 112 | |
| 2007 | 169 | |
| 2006 | 101 | |
| 2005 | 70 | |
| 2004 | 67 | 1.7% |
DM_Duration
Real number (ℝ)
| Distinct | 203 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.125794 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 30 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 10 |
| median | 12.12 |
| Q3 | 12.6025 |
| 95-th percentile | 24 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 2.6025 |
Descriptive statistics
| Standard deviation | 5.8149977 |
|---|---|
| Coefficient of variation (CV) | 0.47955604 |
| Kurtosis | 3.0383223 |
| Mean | 12.125794 |
| Median Absolute Deviation (MAD) | 2.12 |
| Skewness | 1.0159291 |
| Sum | 49182.22 |
| Variance | 33.814198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 342 | 8.4% |
| 20 | 200 | 4.9% |
| 15 | 174 | 4.3% |
| 5 | 172 | 4.2% |
| 12 | 152 | 3.7% |
| 6 | 103 | 2.5% |
| 7 | 91 | 2.2% |
| 2 | 88 | 2.2% |
| 4 | 88 | 2.2% |
| 1 | 83 | 2.0% |
| Other values (193) | 2563 |
| Value | Count | Frequency (%) |
| 0 | 30 | 0.7% |
| 1 | 83 | |
| 2 | 88 | |
| 3 | 78 | |
| 4 | 88 | |
| 5 | 172 | |
| 6 | 103 | |
| 7 | 91 | |
| 8 | 82 | |
| 9 | 40 | 1.0% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 5 | 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 7 | |
| 34 | 1 | < 0.1% |
| 33 | 9 | |
| 32 | 16 |
Heart_Rate
Real number (ℝ)
| Distinct | 140 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.194968 |
| Minimum | 0 |
|---|---|
| Maximum | 222 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 71 |
| median | 82 |
| Q3 | 96 |
| 95-th percentile | 120 |
| Maximum | 222 |
| Range | 222 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 21.050795 |
|---|---|
| Coefficient of variation (CV) | 0.24708965 |
| Kurtosis | 3.2581605 |
| Mean | 85.194968 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.02864 |
| Sum | 345550.79 |
| Variance | 443.13597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 299 | 7.4% |
| 90 | 203 | 5.0% |
| 70 | 202 | 5.0% |
| 100 | 151 | 3.7% |
| 78 | 136 | 3.4% |
| 88 | 126 | 3.1% |
| 75 | 118 | 2.9% |
| 72 | 105 | 2.6% |
| 85 | 101 | 2.5% |
| 76 | 88 | 2.2% |
| Other values (130) | 2527 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 25 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 30 | 3 | 0.1% |
| 34 | 2 | < 0.1% |
| 35 | 3 | 0.1% |
| 36 | 2 | < 0.1% |
| 38 | 5 | |
| 40 | 11 | |
| 42 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 222 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 200 | 2 | |
| 187 | 1 | < 0.1% |
| 180 | 4 | |
| 175 | 1 | < 0.1% |
| 174 | 1 | < 0.1% |
| 172 | 2 | |
| 170 | 3 | |
| 168 | 3 |
Waist
Real number (ℝ)
| Distinct | 205 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.569287 |
| Minimum | 25 |
|---|---|
| Maximum | 194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 72 |
| Q1 | 88 |
| median | 98 |
| Q3 | 109 |
| 95-th percentile | 124.25 |
| Maximum | 194 |
| Range | 169 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 17.315414 |
|---|---|
| Coefficient of variation (CV) | 0.17746788 |
| Kurtosis | 2.3706298 |
| Mean | 97.569287 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.34779518 |
| Sum | 395741.03 |
| Variance | 299.82358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 225 | 5.5% |
| 100 | 171 | 4.2% |
| 85 | 158 | 3.9% |
| 110 | 151 | 3.7% |
| 98 | 145 | 3.6% |
| 105 | 132 | 3.3% |
| 80 | 127 | 3.1% |
| 95 | 123 | 3.0% |
| 88 | 123 | 3.0% |
| 102 | 111 | 2.7% |
| Other values (195) | 2590 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 32 | 9 | |
| 33 | 4 | |
| 34 | 5 | |
| 35 | 1 | < 0.1% |
| 36 | 8 | |
| 37 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 194 | 1 | < 0.1% |
| 191 | 2 | < 0.1% |
| 165 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 152 | 1 | < 0.1% |
| 150 | 4 | |
| 148 | 5 | |
| 147 | 1 | < 0.1% |
| 146 | 1 | < 0.1% |
Fasting_Blood_Glucose_Value_SI_Units
Real number (ℝ)
| Distinct | 1714 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4088773 |
| Minimum | 0.33 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.33 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 5.5 |
| median | 6.8 |
| Q3 | 8.890325 |
| 95-th percentile | 12.8 |
| Maximum | 17.8 |
| Range | 17.47 |
| Interquartile range (IQR) | 3.390325 |
Descriptive statistics
| Standard deviation | 2.7454059 |
|---|---|
| Coefficient of variation (CV) | 0.37055626 |
| Kurtosis | 1.4038414 |
| Mean | 7.4088773 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.92085162 |
| Sum | 30050.406 |
| Variance | 7.5372534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 79 | 1.9% |
| 5.2 | 76 | 1.9% |
| 5.6 | 69 | 1.7% |
| 5 | 68 | 1.7% |
| 4.8 | 55 | 1.4% |
| 5.8 | 53 | 1.3% |
| 6.2 | 53 | 1.3% |
| 5.4 | 53 | 1.3% |
| 5.5 | 52 | 1.3% |
| 5.7 | 49 | 1.2% |
| Other values (1704) | 3449 |
| Value | Count | Frequency (%) |
| 0.33 | 1 | |
| 0.38 | 1 | |
| 0.46 | 1 | |
| 0.47 | 1 | |
| 0.58 | 1 | |
| 0.61 | 1 | |
| 0.71 | 1 | |
| 0.81 | 1 | |
| 0.98 | 1 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 1 | < 0.1% |
| 17.7 | 2 | < 0.1% |
| 17.62 | 1 | < 0.1% |
| 17.6 | 1 | < 0.1% |
| 17.4 | 2 | < 0.1% |
| 17.3 | 3 | 0.1% |
| 17.2 | 3 | 0.1% |
| 17.17 | 1 | < 0.1% |
| 17.07 | 1 | < 0.1% |
| 17 | 8 |
HbA1C_Admission_Value
Real number (ℝ)
| Distinct | 1872 |
|---|---|
| Distinct (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4707869 |
| Minimum | 3.2 |
|---|---|
| Maximum | 88.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 5.1 |
| Q1 | 5.7867 |
| median | 6.99305 |
| Q3 | 8.8 |
| 95-th percentile | 11.3 |
| Maximum | 88.4 |
| Range | 85.2 |
| Interquartile range (IQR) | 3.0133 |
Descriptive statistics
| Standard deviation | 2.4433074 |
|---|---|
| Coefficient of variation (CV) | 0.3270482 |
| Kurtosis | 296.52758 |
| Mean | 7.4707869 |
| Median Absolute Deviation (MAD) | 1.37465 |
| Skewness | 9.5854388 |
| Sum | 30301.512 |
| Variance | 5.9697509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 144 | 3.6% |
| 5.9 | 71 | 1.8% |
| 5.7 | 69 | 1.7% |
| 5.8 | 65 | 1.6% |
| 5.3 | 53 | 1.3% |
| 5.6 | 52 | 1.3% |
| 5.5 | 52 | 1.3% |
| 7 | 49 | 1.2% |
| 5 | 48 | 1.2% |
| 8 | 48 | 1.2% |
| Other values (1862) | 3405 |
| Value | Count | Frequency (%) |
| 3.2 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 3.9 | 12 | |
| 4 | 23 | |
| 4.01 | 1 | < 0.1% |
| 4.1 | 4 | 0.1% |
| 4.16 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 88.4 | 1 | |
| 20 | 1 | |
| 19.9974 | 1 | |
| 17.5 | 1 | |
| 16.6 | 1 | |
| 16 | 2 | |
| 15.8 | 1 | |
| 15.7 | 2 | |
| 15.4 | 1 | |
| 15.3 | 1 |
Cholesterol_Value_SI_Units
Real number (ℝ)
| Distinct | 881 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7376785 |
| Minimum | 0.07 |
|---|---|
| Maximum | 15.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 2.9 |
| Q1 | 3.892625 |
| median | 4.6399 |
| Q3 | 5.5 |
| 95-th percentile | 6.9 |
| Maximum | 15.7 |
| Range | 15.63 |
| Interquartile range (IQR) | 1.607375 |
Descriptive statistics
| Standard deviation | 1.3060538 |
|---|---|
| Coefficient of variation (CV) | 0.27567379 |
| Kurtosis | 3.4341376 |
| Mean | 4.7376785 |
| Median Absolute Deviation (MAD) | 0.8091 |
| Skewness | 0.80431847 |
| Sum | 19216.024 |
| Variance | 1.7057766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.3 | 82 | 2.0% |
| 4.5 | 80 | 2.0% |
| 5.2 | 74 | 1.8% |
| 4.2 | 73 | 1.8% |
| 4.6 | 73 | 1.8% |
| 5.6 | 70 | 1.7% |
| 4.9 | 67 | 1.7% |
| 4.1 | 67 | 1.7% |
| 4 | 66 | 1.6% |
| 4.8 | 65 | 1.6% |
| Other values (871) | 3339 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | |
| 0.1 | 2 | |
| 0.13 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 2 | |
| 0.18 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.7 | 1 | |
| 13.74 | 1 | |
| 12.65 | 1 | |
| 11.8 | 2 | |
| 11.36 | 1 | |
| 11.29 | 1 | |
| 10.97 | 1 | |
| 10.12 | 1 | |
| 10 | 1 | |
| 9.91 | 1 |
Triglycerides_Value_SI_Units
Real number (ℝ)
| Distinct | 799 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6591525 |
| Minimum | 0.01 |
|---|---|
| Maximum | 17.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 1 |
| median | 1.42 |
| Q3 | 2 |
| 95-th percentile | 3.5 |
| Maximum | 17.6 |
| Range | 17.59 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.112972 |
|---|---|
| Coefficient of variation (CV) | 0.67080754 |
| Kurtosis | 34.14111 |
| Mean | 1.6591525 |
| Median Absolute Deviation (MAD) | 0.48 |
| Skewness | 4.0069461 |
| Sum | 6729.5227 |
| Variance | 1.2387067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 108 | 2.7% |
| 1.2 | 107 | 2.6% |
| 1.1 | 107 | 2.6% |
| 1.3 | 102 | 2.5% |
| 0.8 | 100 | 2.5% |
| 0.9 | 98 | 2.4% |
| 1.5 | 97 | 2.4% |
| 1.6 | 91 | 2.2% |
| 1.4 | 91 | 2.2% |
| 1.8 | 80 | 2.0% |
| Other values (789) | 3075 |
| Value | Count | Frequency (%) |
| 0.01 | 6 | |
| 0.02 | 3 | |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.6 | 1 | |
| 17.4 | 1 | |
| 14.55 | 1 | |
| 11.56 | 1 | |
| 11.01 | 1 | |
| 10.59 | 1 | |
| 9.72 | 1 | |
| 9.14 | 1 | |
| 9 | 1 | |
| 8.88 | 1 |
BMI
Real number (ℝ)
| Distinct | 1241 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.824292 |
| Minimum | 13.34 |
|---|---|
| Maximum | 96.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 13.34 |
|---|---|
| 5-th percentile | 21.5 |
| Q1 | 24.93 |
| median | 27.76 |
| Q3 | 31.55 |
| 95-th percentile | 39.4425 |
| Maximum | 96.88 |
| Range | 83.54 |
| Interquartile range (IQR) | 6.62 |
Descriptive statistics
| Standard deviation | 5.8882509 |
|---|---|
| Coefficient of variation (CV) | 0.20428085 |
| Kurtosis | 7.9142944 |
| Mean | 28.824292 |
| Median Absolute Deviation (MAD) | 3.245 |
| Skewness | 1.678747 |
| Sum | 116911.33 |
| Variance | 34.671499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.71 | 40 | 1.0% |
| 27.68 | 38 | 0.9% |
| 24.22 | 36 | 0.9% |
| 29.41 | 30 | 0.7% |
| 29.76 | 28 | 0.7% |
| 27.34 | 27 | 0.7% |
| 31.25 | 27 | 0.7% |
| 25.95 | 26 | 0.6% |
| 31.22 | 25 | 0.6% |
| 28.73 | 23 | 0.6% |
| Other values (1231) | 3756 |
| Value | Count | Frequency (%) |
| 13.34 | 1 | |
| 14.84 | 1 | |
| 15.78 | 1 | |
| 16.42 | 2 | |
| 16.44 | 1 | |
| 16.77 | 1 | |
| 16.82 | 2 | |
| 16.9 | 1 | |
| 17.04 | 1 | |
| 17.07 | 1 |
| Value | Count | Frequency (%) |
| 96.88 | 1 | |
| 69.25 | 1 | |
| 66.33 | 1 | |
| 65.38 | 1 | |
| 65.02 | 1 | |
| 63.57 | 1 | |
| 61.33 | 1 | |
| 57.78 | 1 | |
| 57.19 | 1 | |
| 57.16 | 1 |
Creatinine_Clearance
Real number (ℝ)
| Distinct | 3493 |
|---|---|
| Distinct (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.345412 |
| Minimum | 5.21 |
|---|---|
| Maximum | 1164.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 5.21 |
|---|---|
| 5-th percentile | 25.7575 |
| Q1 | 57.14 |
| median | 82.66 |
| Q3 | 110.91 |
| 95-th percentile | 167.3125 |
| Maximum | 1164.7 |
| Range | 1159.49 |
| Interquartile range (IQR) | 53.77 |
Descriptive statistics
| Standard deviation | 52.963914 |
|---|---|
| Coefficient of variation (CV) | 0.59950951 |
| Kurtosis | 101.71163 |
| Mean | 88.345412 |
| Median Absolute Deviation (MAD) | 26.81 |
| Skewness | 6.1336378 |
| Sum | 358328.99 |
| Variance | 2805.1762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83.2 | 6 | 0.1% |
| 86.1 | 6 | 0.1% |
| 110.7 | 4 | 0.1% |
| 97.17 | 4 | 0.1% |
| 76.16 | 4 | 0.1% |
| 76.26 | 4 | 0.1% |
| 79.9 | 4 | 0.1% |
| 67.65 | 4 | 0.1% |
| 66.05 | 3 | 0.1% |
| 88.56 | 3 | 0.1% |
| Other values (3483) | 4014 |
| Value | Count | Frequency (%) |
| 5.21 | 1 | |
| 5.24 | 1 | |
| 5.57 | 1 | |
| 5.7 | 1 | |
| 5.98 | 1 | |
| 6.18 | 1 | |
| 6.23 | 1 | |
| 6.29 | 1 | |
| 6.33 | 1 | |
| 6.39 | 1 |
| Value | Count | Frequency (%) |
| 1164.7 | 1 | |
| 1153.62 | 1 | |
| 875.43 | 1 | |
| 684.96 | 1 | |
| 626.18 | 1 | |
| 500.2 | 1 | |
| 460.63 | 1 | |
| 363.73 | 1 | |
| 321.8 | 1 | |
| 298.68 | 1 |
| Gender | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Age | Year_DM_Diagnosed | DM_Duration | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gender | 1.000 | -0.007 | 0.379 | 0.014 | -0.009 | -0.208 | -0.122 | -0.164 | -0.161 | 0.047 | -0.146 | 0.067 | -0.158 | 0.029 | -0.029 | -0.130 | -0.037 | -0.107 | -0.132 | 0.003 | -0.003 | -0.175 | 0.109 |
| Education | -0.007 | 1.000 | 0.050 | -0.019 | 0.007 | -0.009 | -0.039 | -0.005 | -0.004 | -0.027 | -0.022 | 0.004 | -0.033 | -0.007 | 0.012 | 0.007 | 0.005 | -0.025 | -0.006 | 0.019 | -0.019 | 0.031 | 0.033 |
| Work | 0.379 | 0.050 | 1.000 | -0.005 | -0.069 | -0.242 | -0.120 | -0.167 | -0.172 | 0.026 | -0.184 | 0.056 | -0.541 | 0.043 | -0.030 | -0.062 | 0.021 | -0.099 | -0.102 | 0.126 | 0.138 | 0.052 | 0.408 |
| Cardiac_Arrest_Admission | 0.014 | -0.019 | -0.005 | 1.000 | 0.081 | -0.006 | -0.031 | -0.002 | -0.004 | 0.025 | -0.034 | -0.038 | -0.002 | -0.008 | 0.008 | 0.054 | -0.024 | 0.004 | 0.006 | 0.010 | 0.006 | -0.012 | -0.039 |
| Non_Cardiac_Condition | -0.009 | 0.007 | -0.069 | 0.081 | 1.000 | 0.057 | 0.014 | 0.042 | 0.042 | -0.003 | 0.029 | -0.034 | 0.095 | -0.026 | 0.025 | 0.114 | -0.020 | 0.011 | 0.017 | -0.054 | -0.022 | -0.022 | -0.171 |
| Hypertension | -0.208 | -0.009 | -0.242 | -0.006 | 0.057 | 1.000 | 0.395 | 0.334 | 0.329 | -0.038 | 0.145 | -0.008 | 0.258 | 0.017 | -0.045 | 0.099 | 0.088 | 0.180 | 0.222 | -0.134 | 0.011 | 0.109 | -0.229 |
| Dyslipidemia | -0.122 | -0.039 | -0.120 | -0.031 | 0.014 | 0.395 | 1.000 | 0.327 | 0.323 | -0.067 | 0.110 | 0.015 | 0.118 | 0.027 | -0.038 | 0.022 | 0.084 | 0.172 | 0.236 | -0.078 | 0.082 | 0.098 | -0.099 |
| DM | -0.164 | -0.005 | -0.167 | -0.002 | 0.042 | 0.334 | 0.327 | 1.000 | 0.988 | -0.026 | 0.102 | -0.023 | 0.123 | 0.141 | -0.203 | 0.115 | 0.113 | 0.549 | 0.714 | -0.128 | 0.113 | 0.139 | -0.103 |
| DM_Type | -0.161 | -0.004 | -0.172 | -0.004 | 0.042 | 0.329 | 0.323 | 0.988 | 1.000 | -0.022 | 0.103 | -0.021 | 0.133 | 0.149 | -0.213 | 0.109 | 0.111 | 0.548 | 0.712 | -0.130 | 0.109 | 0.137 | -0.110 |
| DM_Treatment | 0.047 | -0.027 | 0.026 | 0.025 | -0.003 | -0.038 | -0.067 | -0.026 | -0.022 | 1.000 | -0.025 | -0.013 | 0.001 | 0.031 | -0.043 | -0.003 | -0.106 | -0.029 | -0.041 | -0.011 | -0.003 | -0.028 | 0.005 |
| Smoking_History | -0.146 | -0.022 | -0.184 | -0.034 | 0.029 | 0.145 | 0.110 | 0.102 | 0.103 | -0.025 | 1.000 | -0.005 | 0.260 | -0.002 | -0.003 | 0.022 | -0.030 | 0.045 | 0.063 | -0.084 | -0.086 | 0.000 | -0.199 |
| Lipid_24_Collected | 0.067 | 0.004 | 0.056 | -0.038 | -0.034 | -0.008 | 0.015 | -0.023 | -0.021 | -0.013 | -0.005 | 1.000 | -0.079 | 0.058 | -0.059 | -0.042 | 0.036 | -0.008 | -0.006 | 0.016 | -0.056 | -0.021 | 0.059 |
| Age | -0.158 | -0.033 | -0.541 | -0.002 | 0.095 | 0.258 | 0.118 | 0.123 | 0.133 | 0.001 | 0.260 | -0.079 | 1.000 | -0.057 | 0.062 | 0.041 | -0.099 | 0.049 | 0.027 | -0.181 | -0.230 | -0.151 | -0.644 |
| Year_DM_Diagnosed | 0.029 | -0.007 | 0.043 | -0.008 | -0.026 | 0.017 | 0.027 | 0.141 | 0.149 | 0.031 | -0.002 | 0.058 | -0.057 | 1.000 | -0.897 | -0.015 | -0.034 | 0.115 | 0.074 | 0.107 | 0.135 | -0.083 | 0.037 |
| DM_Duration | -0.029 | 0.012 | -0.030 | 0.008 | 0.025 | -0.045 | -0.038 | -0.203 | -0.213 | -0.043 | -0.003 | -0.059 | 0.062 | -0.897 | 1.000 | 0.021 | 0.039 | -0.125 | -0.092 | -0.008 | -0.029 | 0.061 | -0.049 |
| Heart_Rate | -0.130 | 0.007 | -0.062 | 0.054 | 0.114 | 0.099 | 0.022 | 0.115 | 0.109 | -0.003 | 0.022 | -0.042 | 0.041 | -0.015 | 0.021 | 1.000 | -0.009 | 0.103 | 0.130 | 0.017 | -0.001 | 0.048 | -0.064 |
| Waist | -0.037 | 0.005 | 0.021 | -0.024 | -0.020 | 0.088 | 0.084 | 0.113 | 0.111 | -0.106 | -0.030 | 0.036 | -0.099 | -0.034 | 0.039 | -0.009 | 1.000 | 0.128 | 0.126 | -0.018 | 0.124 | 0.515 | 0.259 |
| Fasting_Blood_Glucose_Value_SI_Units | -0.107 | -0.025 | -0.099 | 0.004 | 0.011 | 0.180 | 0.172 | 0.549 | 0.548 | -0.029 | 0.045 | -0.008 | 0.049 | 0.115 | -0.125 | 0.103 | 0.128 | 1.000 | 0.654 | 0.007 | 0.157 | 0.136 | 0.011 |
| HbA1C_Admission_Value | -0.132 | -0.006 | -0.102 | 0.006 | 0.017 | 0.222 | 0.236 | 0.714 | 0.712 | -0.041 | 0.063 | -0.006 | 0.027 | 0.074 | -0.092 | 0.130 | 0.126 | 0.654 | 1.000 | 0.007 | 0.212 | 0.163 | 0.001 |
| Cholesterol_Value_SI_Units | 0.003 | 0.019 | 0.126 | 0.010 | -0.054 | -0.134 | -0.078 | -0.128 | -0.130 | -0.011 | -0.084 | 0.016 | -0.181 | 0.107 | -0.008 | 0.017 | -0.018 | 0.007 | 0.007 | 1.000 | 0.392 | 0.028 | 0.143 |
| Triglycerides_Value_SI_Units | -0.003 | -0.019 | 0.138 | 0.006 | -0.022 | 0.011 | 0.082 | 0.113 | 0.109 | -0.003 | -0.086 | -0.056 | -0.230 | 0.135 | -0.029 | -0.001 | 0.124 | 0.157 | 0.212 | 0.392 | 1.000 | 0.159 | 0.159 |
| BMI | -0.175 | 0.031 | 0.052 | -0.012 | -0.022 | 0.109 | 0.098 | 0.139 | 0.137 | -0.028 | 0.000 | -0.021 | -0.151 | -0.083 | 0.061 | 0.048 | 0.515 | 0.136 | 0.163 | 0.028 | 0.159 | 1.000 | 0.378 |
| Creatinine_Clearance | 0.109 | 0.033 | 0.408 | -0.039 | -0.171 | -0.229 | -0.099 | -0.103 | -0.110 | 0.005 | -0.199 | 0.059 | -0.644 | 0.037 | -0.049 | -0.064 | 0.259 | 0.011 | 0.001 | 0.143 | 0.159 | 0.378 | 1.000 |
| Gender | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Age | Year_DM_Diagnosed | DM_Duration | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | 2 | 3 | 4 | 2 | 52.0 | 2003.00 | 10.00 | 90.79 | 94.3 | 8.7315 | 8.6881 | 5.1269 | 2.0393 | 27.0561 | 108.1492 |
| 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 7 | 0 | 1 | 73.0 | 2000.16 | 12.21 | 75.00 | 60.0 | 7.0000 | 5.8423 | 5.3800 | 1.8500 | 20.0000 | 24.1200 |
| 2 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 64.0 | 2002.00 | 10.00 | 117.00 | 85.0 | 11.9300 | 9.2566 | 5.4000 | 2.2400 | 33.2900 | 63.6000 |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 9 | 1 | 0 | 56.0 | 1988.00 | 24.00 | 82.00 | 85.0 | 4.4000 | 7.1000 | 4.7000 | 1.3000 | 31.2200 | 114.2400 |
| 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7 | 1 | 0 | 78.0 | 2000.10 | 12.12 | 90.00 | 90.0 | 6.2000 | 5.6000 | 4.1100 | 1.1100 | 19.5600 | 27.5500 |
| 5 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7 | 1 | 1 | 54.0 | 2000.10 | 12.50 | 75.00 | 91.0 | 4.0000 | 5.6000 | 5.2000 | 2.2000 | 23.0500 | 92.3700 |
| 6 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 54.0 | 2000.01 | 12.36 | 90.00 | 93.0 | 6.0893 | 5.6466 | 5.0218 | 1.0192 | 23.8100 | 73.4200 |
| 7 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 1 | 63.0 | 2000.12 | 12.30 | 100.00 | 88.0 | 5.7690 | 5.6733 | 6.5000 | 2.5000 | 28.3000 | 95.5300 |
| 8 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 8 | 2 | 1 | 62.0 | 2000.00 | 12.00 | 50.00 | 107.0 | 7.7000 | 7.6000 | 4.0600 | 1.1500 | 27.1800 | 78.8800 |
| 9 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 4 | 0 | 1 | 59.0 | 2002.00 | 10.00 | 110.00 | 97.0 | 8.7205 | 8.0000 | 7.7400 | 3.9100 | 25.2400 | 70.2100 |
| Gender | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | DM_Type | DM_Treatment | Smoking_History | Lipid_24_Collected | Age | Year_DM_Diagnosed | DM_Duration | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | HbA1C_Admission_Value | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4046 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 74.0 | 1987.00 | 25.00 | 88.0 | 99.9 | 10.8000 | 8.3000 | 5.1400 | 1.100 | 28.41 | 56.50 |
| 4047 | 1 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 7 | 0 | 0 | 76.0 | 2000.24 | 12.36 | 140.0 | 70.0 | 4.8259 | 5.6216 | 5.3467 | 1.812 | 25.71 | 34.66 |
| 4048 | 1 | 5 | 2 | 0 | 1 | 1 | 1 | 2 | 2 | 8 | 1 | 1 | 61.0 | 1993.00 | 20.00 | 87.0 | 90.0 | 4.2000 | 7.4000 | 5.1000 | 2.500 | 29.76 | 50.65 |
| 4049 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 2 | 2 | 3 | 1 | 0 | 56.0 | 2004.00 | 8.00 | 62.0 | 115.0 | 7.2000 | 8.1000 | 7.4400 | 2.320 | 33.12 | 109.82 |
| 4050 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 2 | 2 | 8 | 2 | 1 | 41.0 | 2006.00 | 7.00 | 106.0 | 79.0 | 8.8193 | 9.6319 | 5.9000 | 1.900 | 27.97 | 88.77 |
| 4051 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 75.0 | 2001.00 | 11.00 | 98.0 | 92.0 | 7.5000 | 8.8000 | 4.6700 | 2.220 | 23.51 | 45.28 |
| 4052 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 2 | 2 | 8 | 0 | 1 | 56.0 | 1996.00 | 15.00 | 120.0 | 93.0 | 7.9000 | 11.6000 | 6.6600 | 1.530 | 29.39 | 83.77 |
| 4053 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 8 | 0 | 1 | 55.0 | 2006.00 | 7.00 | 109.0 | 72.0 | 9.2000 | 11.6000 | 3.9500 | 0.800 | 22.84 | 89.61 |
| 4054 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7 | 1 | 1 | 77.0 | 2000.08 | 12.35 | 100.0 | 85.0 | 5.4368 | 5.3685 | 6.7100 | 0.650 | 22.04 | 31.00 |
| 4055 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 9 | 0 | 1 | 73.0 | 1987.00 | 25.00 | 100.0 | 117.0 | 9.0144 | 8.8259 | 4.1000 | 1.770 | 29.01 | 67.36 |